Modern tasks in machine learning, artificial intelligence, and computer graphics require enormous computational resources. Traditional CPU‑based servers are no longer always able to efficiently handle large volumes of data and complex algorithms. This is where GPU (Graphics Processing Unit) and VPU (Vision Processing Unit) come into play, significantly accelerating computations. When these technologies are combined with Virtual Private Servers (VPS), you can build a powerful and flexible infrastructure without heavy capital investment.